Liger
Chunked distillation cosine loss · vocab = 128256 · hidden = 4096 · tokens = 4096 · bf16 · run 01a0202b-2327…
●passedReported evidence
Not re-observed recently.
Primary measurement
54.8msmedian
Rank 1 in its comparison group · source-native comparison · observed 2025-06-27
ms 20 54.79423904418945 · ms 50 54.79423904418945 · ms 80 54.79423904418945
Identity
implementationLiger
projectLiger-Kernel
revisionunknown
workloadvocab = 128256 · hidden = 4096 · tokens = 4096 · bf16
comparison keysha256:180cf3cfc881e668…
sourceLiger-Kernel benchmarks
external iddistill_cosine_loss/forward/liger/nvidia-a100-sxm4-80gb/hidden4096-tokens4096-vocab128256-bf16/2025-06-27-09-19-52
sha256:39f91042cbe3009f4fde792…
Correctness
Marked passed by the source; the correctness policy was not published.
Workload
vocab128256
hidden4096
tokens4096
targetint64 [4096]
student_inputbf16 [4096, 2048]
teacher_inputbf16 [4096, 4096]
student_weightbf16 [128256, 2048]
teacher_weightbf16 [128256, 4096]
definition comparatornot_asserted
Measurements
latency · median54.8 ms
latency · p2054.8 ms
latency · p8054.8 ms
Protocol
harnessLiger-Kernel benchmark scripts
timercuda_events
primaryStatisticmedian
comparabilityFamilyliger_kernel_bench
Environment
gpuNVIDIA A100 (sm_80)
Artifacts
No artifacts published with this run.
Replications and notes
No attestations yet.
Community attestations. They never change the evidence level; only a KernelIndex-controlled rerun does.
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Canonical manifest
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{
"run": {
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"spec": {
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"timing": {
"latencyNs": {
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"observedAt": "2025-06-27T09:19:52.000Z",
"measurements": [
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"metric": "latency",
"statistic": "p20"
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{
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"metric": "latency",
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"sourceNative": {
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"metrics": {
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},
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"metadata": {
"name": "liger-distill-cosine-loss-forward-liger-nvidia-a100-sxm4-80gb-hidden4096-tokens4096-vocab128256-bf16",
"title": "Chunked distillation cosine loss · liger · forward",
"labels": {
"liger_version": "0.5.10"
}
},
"apiVersion": "kernelindex.dev/v1alpha1"
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"protocol": {
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"measurement": {
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},
"comparability": {
"notes": "Timed: the module forward pass, via triton.testing.do_bench with quantiles 0.5/0.2/0.8 (median with p20/p80 spread). The upstream CSV records no CUDA, driver, or torch version; the Liger release rides each run's labels. Comparable only within one kernel, workload, timed pass, and GPU.",
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"title": "Liger benchmark harness · forward pass"
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"title": "Liger benchmark host · A100-SXM4-80GB"
},
"apiVersion": "kernelindex.dev/v1alpha1"
}
}Cite this record (permalink, digest, access date)
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Published 2026-08-20 · Liger-Kernel benchmarks · BSD-2-ClauseAll results for Chunked distillation cosine loss →JSON